news_model

kaanhho/news_model

news_model is a machine learning model from kaanhho. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: May 9, 2024
Updated: May 9, 2024
SHA: 66c588ea

Base models

Model card

From the Hugging Face model README

news_model

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.6746
Rouge1: 0.1497
Rouge2: 0.0486
Rougel: 0.1145
Rougelsum: 0.1145
Gen Len: 18.9964

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.9581	1.0	2249	2.7274	0.1472	0.0469	0.1125	0.1125	18.996
2.9039	2.0	4498	2.6915	0.149	0.048	0.114	0.114	18.996
2.882	3.0	6747	2.6782	0.1494	0.0483	0.1144	0.1144	18.996
2.8737	4.0	8996	2.6746	0.1497	0.0486	0.1145	0.1145	18.9964

Framework versions

Transformers 4.41.0.dev0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: May 9, 2024
Updated: May 9, 2024